Sparse convolutional neural network accelerator

WJ Dally, A Parashar, JS Emer, SW Keckler… - US Patent …, 2021 - Google Patents
(57) ABSTRACT A method, computer program product, and system perform computations
using a processor. A first instruction including a first index vector operand and a second …

Sparse convolutional neural network accelerator

WJ Dally, A Parashar, JS Emer, SW Keckler… - US Patent …, 2020 - Google Patents
(57) ABSTRACT A method, computer program product, and system perform computations
using a sparse convolutional neural network accelerator. A first vector comprising only non …

Sparse convolutional neural network accelerator

WJ Dally, A Parashar, JS Emer, SW Keckler… - US Patent …, 2020 - Google Patents
A method, computer program product, and system perform computations using a sparse
convolutional neural network accelerator. A first vector comprising only non-zero weight …

Radar based user interface

P Molchanov, S Gupta, K Kim, K Pulli - US Patent 10,481,696, 2019 - Google Patents
An apparatus and method for radar based gesture detection. The apparatus includes a
processing element and a transmitter configured to transmit radar signals. The transmitter is …

Multi-sensor based user interface

P Molchanov, S Gupta, K Kim, K Pulli - US Patent 10,168,785, 2019 - Google Patents
An apparatus and method for gesture detection and recog nition. The apparatus includes a
processing element, a radar sensor, a depth sensor, and an optical sensor. The radar …

Configurable accelerator framework including a stream switch having a plurality of unidirectional stream links

T Boesch, G Desoli - US Patent 11,562,115, 2023 - Google Patents
US11562115B2 - Configurable accelerator framework including a stream switch having a plurality
of unidirectional stream links - Google Patents US11562115B2 - Configurable accelerator …

Machine learning accelerator mechanism

A Bleiweiss, A Ramesh, A Mishra, D Marr… - US Patent …, 2022 - Google Patents
An apparatus to facilitate acceleration of machine learning operations is disclosed. The
apparatus comprises at least one processor to perform operations to implement a neural …

Online detection and classification of dynamic gestures with recurrent convolutional neural networks

P Molchanov, X Yang, S De Mello, K Kim… - US Patent …, 2018 - Google Patents
A method, computer readable medium, and system are disclosed for detecting and
classifying hand gestures. The method includes the steps of receiving an unsegmented …

Accelerated mathematical engine

PJ Bannon, KA Hurd, E Talpes - US Patent 10,671,349, 2020 - Google Patents
Various embodiments of the disclosure relate to an accelerated mathematical engine. In
certain embodiments, the accelerated mathematical engine is applied to image processing …

Computational array microprocessor system with variable latency memory access

E Talpes, PJ Bannon, KA Hurd - US Patent 11,157,287, 2021 - Google Patents
A microprocessor system comprises a computational array and a hardware arbiter. The
computational array includes a plurality of computation units. Each of the plurality of …